|
| This Article | ||
| ||
| Share | ||
| Bibliographic References | ||
| Add to: | ||
| | ||
| Search | ||
| ||
2009 Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing
Orthogonal Functional Expansion Method of Optical Flow for Large Displacement
Kyoto, Japan
September 12-September 14
ISBN: 978-0-7695-3762-7
| ASCII Text | x | ||
| Jinwoo Kim, Robert Close, Hisashi Taketani, Rong-Long Wan, Kozo Okazaki, Shinichi Tamura, "Orthogonal Functional Expansion Method of Optical Flow for Large Displacement," Intelligent Information Hiding and Multimedia Signal Processing, International Conference on, pp. 479-482, 2009 Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2009. | |||
| BibTex | x | ||
| @article{ 10.1109/IIH-MSP.2009.241, author = {Jinwoo Kim and Robert Close and Hisashi Taketani and Rong-Long Wan and Kozo Okazaki and Shinichi Tamura}, title = {Orthogonal Functional Expansion Method of Optical Flow for Large Displacement}, journal ={Intelligent Information Hiding and Multimedia Signal Processing, International Conference on}, volume = {0}, year = {2009}, isbn = {978-0-7695-3762-7}, pages = {479-482}, doi = {http://doi.ieeecomputersociety.org/10.1109/IIH-MSP.2009.241}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Intelligent Information Hiding and Multimedia Signal Processing, International Conference on TI - Orthogonal Functional Expansion Method of Optical Flow for Large Displacement SN - 978-0-7695-3762-7 SP479 EP482 A1 - Jinwoo Kim, A1 - Robert Close, A1 - Hisashi Taketani, A1 - Rong-Long Wan, A1 - Kozo Okazaki, A1 - Shinichi Tamura, PY - 2009 VL - 0 JA - Intelligent Information Hiding and Multimedia Signal Processing, International Conference on ER - | |||
One of the representative methods of optical flow is a gradient method which estimates the movement of an object based on the differential of image brightness. However, the method is ineffective for large displacement of the object and many improved methods have been proposed to copy with such limitations. One of these improved techniques is the multigrid processing, which is used in many optical flow algorithms. As an alternative novel technique we have been proposing an orthogonal functional expansion method, where whole displacements are expanded from low frequency terms. This method is expected to be applicable to flow estimation with large displacement and deformation including expansion and contraction, which are difficult to cope with by conventional optical flow methods. In this paper, we apply our method to several real images in which the objects undergo large displacement and/or deformation including expansion.
Citation:
Jinwoo Kim, Robert Close, Hisashi Taketani, Rong-Long Wan, Kozo Okazaki, Shinichi Tamura, "Orthogonal Functional Expansion Method of Optical Flow for Large Displacement," iih-msp, pp.479-482, 2009 Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2009
Usage of this product signifies your acceptance of the Terms of Use.
